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PaCTS 1.0: a crowdsourced reporting standard for paleoclimate data

PaCTS 1.0: a crowdsourced reporting standard for paleoclimate data
PaCTS 1.0: a crowdsourced reporting standard for paleoclimate data

The progress of science is tied to the standardization of measurements, instruments, and data. This is especially true in the Big Data age, where analyzing large data volumes critically hinges on the data being standardized. Accordingly, the lack of community-sanctioned data standards in paleoclimatology has largely precluded the benefits of Big Data advances in the field. Building upon recent efforts to standardize the format and terminology of paleoclimate data, this article describes the Paleoclimate Community reporTing Standard (PaCTS), a crowdsourced reporting standard for such data. PaCTS captures which information should be included when reporting paleoclimate data, with the goal of maximizing the reuse value of paleoclimate data sets, particularly for synthesis work and comparison to climate model simulations. Initiated by the LinkedEarth project, the process to elicit a reporting standard involved an international workshop in 2016, various forms of digital community engagement over the next few years, and grassroots working groups. Participants in this process identified important properties across paleoclimate archives, in addition to the reporting of uncertainties and chronologies; they also identified archive-specific properties and distinguished reporting standards for new versus legacy data sets. This work shows that at least 135 respondents overwhelmingly support a drastic increase in the amount of metadata accompanying paleoclimate data sets. Since such goals are at odds with present practices, we discuss a transparent path toward implementing or revising these recommendations in the near future, using both bottom-up and top-down approaches.

best practices, data, FAIR, paleoceanography, paleoclimate, standards
2572-4517
1570-1596
Khider, D.
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Emile-Geay, Julien
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Khider, D., Emile-Geay, Julien, McKay, N. P., Gil, Y., Garijo, D., Ratnakar, V., Alonso-Garcia, M., Bertrand, S., Bothe, O., Brewer, P., Bunn, A., Chevalier, M., Comas-Bru, L., Csank, A., Dassié, E., DeLong, K., Felis, T., Francus, P., Frappier, A., Gray, W., Goring, S., Jonkers, L., Kahle, M., Kaufman, D., Kehrwald, N. M., Martrat, B., McGregor, H., Richey, J., Schmittner, A., Scroxton, N., Sutherland, E., Thirumalai, K., Allen, Kathryn, Arnaud, F., Axford, Yarrow, Barrows, T., Bazin, L., Pilaar Birch, S. E., Bradley, E., Bregy, J., Capron, E., Cartapanis, O., Chiang, H. W., Cobb, K. M., Debret, M., Dommain, R., Du, J., Dyez, K., Emerick, S., Erb, M. P., Falster, G., Finsinger, W., Fortier, D., Gauthier, Nicolas, George, S., Grimm, E., Hertzberg, J., Hibbert, F., Hillman, A., Hobbs, W., Huber, M., Hughes, A. L.C., Jaccard, S., Ruan, J., Kienast, M., Konecky, B., Le Roux, G., Lyubchich, V., Novello, V. F., Olaka, L., Partin, J. W., Pearce, C., Phipps, S. J., Pignol, C., Piotrowska, N., Poli, M. S., Prokopenko, A., Schwanck, F., Stepanek, C., Swann, G. E.A., Telford, R., Thomas, E., Thomas, Z., Truebe, S., von Gunten, L., Waite, A., Weitzel, N., Wilhelm, B., Williams, J., Williams, J. J., Winstrup, M., Zhao, N. and Zhou, Y. (2019) PaCTS 1.0: a crowdsourced reporting standard for paleoclimate data. Paleoceanography and Paleoclimatology, 34 (10), 1570-1596. (doi:10.1029/2019PA003632).

Record type: Article

Abstract

The progress of science is tied to the standardization of measurements, instruments, and data. This is especially true in the Big Data age, where analyzing large data volumes critically hinges on the data being standardized. Accordingly, the lack of community-sanctioned data standards in paleoclimatology has largely precluded the benefits of Big Data advances in the field. Building upon recent efforts to standardize the format and terminology of paleoclimate data, this article describes the Paleoclimate Community reporTing Standard (PaCTS), a crowdsourced reporting standard for such data. PaCTS captures which information should be included when reporting paleoclimate data, with the goal of maximizing the reuse value of paleoclimate data sets, particularly for synthesis work and comparison to climate model simulations. Initiated by the LinkedEarth project, the process to elicit a reporting standard involved an international workshop in 2016, various forms of digital community engagement over the next few years, and grassroots working groups. Participants in this process identified important properties across paleoclimate archives, in addition to the reporting of uncertainties and chronologies; they also identified archive-specific properties and distinguished reporting standards for new versus legacy data sets. This work shows that at least 135 respondents overwhelmingly support a drastic increase in the amount of metadata accompanying paleoclimate data sets. Since such goals are at odds with present practices, we discuss a transparent path toward implementing or revising these recommendations in the near future, using both bottom-up and top-down approaches.

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Paleoceanog and Paleoclimatol - 2019 - Khider - PaCTS 1 0 A Crowdsourced Reporting Standard for Paleoclimate Data - Version of Record
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Accepted/In Press date: 13 August 2019
e-pub ahead of print date: 24 October 2019
Published date: 23 November 2019
Additional Information: Funding Information: Code and data to reproduce the figures of this article are available on GitHub and released on Zenodo (doi:10.5281/zenodo.3165019). Definition of properties and recommendations are summarized here: http://wiki.linked.earth/PaCTS_v1.0. This work was supported by the National Science Foundation through the EarthCube Program with Grant ICER-1541029. Feedback solicitation on the standard was facilitated by the Past Global Changes (PAGES) organization. The 2016 workshop on Paleoclimate Data Standards was hosted by the World Data Service for Paleoclimatology (WDS/NOAA-Paleo), and the participation of international attendees was made possible by a PAGES travel grant. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government. Funding Information: Code and data to reproduce the figures of this article are available on GitHub and released on Zenodo (doi:10.5281/zenodo.3165019). Definition of properties and recommendations are summarized here: http://wiki.linked.earth/PaCTS_v1.0 . This work was supported by the National Science Foundation through the EarthCube Program with Grant ICER‐1541029. Feedback solicitation on the standard was facilitated by the Past Global Changes (PAGES) organization. The 2016 workshop on Paleoclimate Data Standards was hosted by the World Data Service for Paleoclimatology (WDS/NOAA‐Paleo), and the participation of international attendees was made possible by a PAGES travel grant. Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government. Publisher Copyright: ©2019. American Geophysical Union. All Rights Reserved.
Keywords: best practices, data, FAIR, paleoceanography, paleoclimate, standards

Identifiers

Local EPrints ID: 475240
URI: http://eprints.soton.ac.uk/id/eprint/475240
ISSN: 2572-4517
PURE UUID: 2f69df11-fe2b-437a-bd76-a16169ca47b4
ORCID for Z. Thomas: ORCID iD orcid.org/0000-0002-2323-4366

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Date deposited: 14 Mar 2023 17:47
Last modified: 18 Mar 2024 04:10

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Contributors

Author: D. Khider
Author: Julien Emile-Geay
Author: N. P. McKay
Author: Y. Gil
Author: D. Garijo
Author: V. Ratnakar
Author: M. Alonso-Garcia
Author: S. Bertrand
Author: O. Bothe
Author: P. Brewer
Author: A. Bunn
Author: M. Chevalier
Author: L. Comas-Bru
Author: A. Csank
Author: E. Dassié
Author: K. DeLong
Author: T. Felis
Author: P. Francus
Author: A. Frappier
Author: W. Gray
Author: S. Goring
Author: L. Jonkers
Author: M. Kahle
Author: D. Kaufman
Author: N. M. Kehrwald
Author: B. Martrat
Author: H. McGregor
Author: J. Richey
Author: A. Schmittner
Author: N. Scroxton
Author: E. Sutherland
Author: K. Thirumalai
Author: Kathryn Allen
Author: F. Arnaud
Author: Yarrow Axford
Author: T. Barrows
Author: L. Bazin
Author: S. E. Pilaar Birch
Author: E. Bradley
Author: J. Bregy
Author: E. Capron
Author: O. Cartapanis
Author: H. W. Chiang
Author: K. M. Cobb
Author: M. Debret
Author: R. Dommain
Author: J. Du
Author: K. Dyez
Author: S. Emerick
Author: M. P. Erb
Author: G. Falster
Author: W. Finsinger
Author: D. Fortier
Author: Nicolas Gauthier
Author: S. George
Author: E. Grimm
Author: J. Hertzberg
Author: F. Hibbert
Author: A. Hillman
Author: W. Hobbs
Author: M. Huber
Author: A. L.C. Hughes
Author: S. Jaccard
Author: J. Ruan
Author: M. Kienast
Author: B. Konecky
Author: G. Le Roux
Author: V. Lyubchich
Author: V. F. Novello
Author: L. Olaka
Author: J. W. Partin
Author: C. Pearce
Author: S. J. Phipps
Author: C. Pignol
Author: N. Piotrowska
Author: M. S. Poli
Author: A. Prokopenko
Author: F. Schwanck
Author: C. Stepanek
Author: G. E.A. Swann
Author: R. Telford
Author: E. Thomas
Author: Z. Thomas ORCID iD
Author: S. Truebe
Author: L. von Gunten
Author: A. Waite
Author: N. Weitzel
Author: B. Wilhelm
Author: J. Williams
Author: J. J. Williams
Author: M. Winstrup
Author: N. Zhao
Author: Y. Zhou

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